TechnoApple Blogs
Practical guides, tutorials, and insights on cloud, full-stack development, and everything in between.
ML Regression — House Price Prediction with Python
2026/02/24·10 min readA step-by-step guide to building a Linear Regression model for house price prediction using Python, scikit-learn, and pandas — covering EDA, feature engineering, training, and evaluation.
How to Build Your First Vertex AI Model Using AutoML
2026/01/02·5 min readA practical guide to predicting housing prices using GCP Vertex AI with AutoML Tabular.
Git Merge Patterns for Main and Release Branches
2025/02/02·6 min readA practical guide on using Squash and Fast-Forward patterns to manage a clean Git workflow.
Get Start with Web Worker
2024/03/09·1 min readHow to get start with Web Worker
How to Use PartyTown with GA4 Events
2024/03/01·3 min readThis blog demonstrates how to use PartyTown to run GA4 tracking in a Web Worker to avoid blocking the browser's main thread.
How to Use SnowSQL to Interact with Snowflake
2024/01/06·2 min readSnowflake is designed for scalability with big data. This blog shows how to get started with Snowflake using SnowSQL.
How to Get Started with Snowflake
2024/01/05·2 min readSnowflake is designed for scalability with big data. This blog shows how to get started with Snowflake and lists resources to help you begin.
How to Create Terraform State File for Current Resources
2024/01/03·1 min readThis blog shows how to run Terraform to create a state file from existing resources.
How to Create GCP Schedule Job with Terraform
2024/01/01·2 min readThis article demonstrates how to use Terraform to deploy a GCP Schedule Job.
How to Run Terraform with Input Variables
2023/12/23·2 min readThis blog shows how to use Terraform variables to move environment variables out of the code, so you can run Terraform for different environments and inject the variables for each one.
Use Big Query to aggregate data to find ranking
2023/12/05·2 min readCompare Similar DataSet in BigQuery
2023/08/07·1 min readHow to use BigQuery to Extract JSON Array
2023/08/05·1 min readHow to Use Big Query to Get Single Columns Values from All Rows
2023/06/06·1 min readHow to Use Big Query SQL Procedure
2023/06/05·1 min readHow to Create Stored Procedure with Big Query SQL
2023/06/01·1 min readHow to Test GCP Function Locally with Node.js
2023/06/01·1 min readThis blog shows how to test GCP Cloud Function locally with Node.js.
How to Use Big Query to Find Max Sequence Number
2023/05/05·1 min readThis blog show how to use Big Query to find max number from a sequence number for a data set.
Deploy GCP Cloud Function with Event Trigger via PubSub
2023/04/06·2 min readThis blog shows how to create a simple Node.js app and deploy it to GCP Cloud Functions as a Pub/Sub event trigger.
Deploy GCP Cloud Function with Http Trigger
2023/04/06·1 min readThis blog shows how to create a simple Node.js app and deploy it to GCP Cloud Functions as an HTTP trigger.
How to Use GCP Big Query Record Repeat Type
2023/04/05·1 min readThis blog demonstrate how to use GCP Big Query record type.
How to Get Started with Python with Visual Studio Code
2023/03/04·2 min readThis blog describes how to get started with Python quickly so you can use Python with your work tomorrow.
How to Publish NPM Package to npmjs.com
2023/02/05·1 min readA quick guide on how to publish an NPM package to npmjs.com using npm init and npm publish commands.
How to Create AWS EC2 by Terraform
2023/02/03·2 min readThis blog demonstrates how to set up AWS EC2 with Terraform locally.
Install Terraform at macOS
2023/02/01·1 min readA quick guide on how to download and install the Terraform binary on macOS.
How to Publish NPM Package to Github
2023/02/01·1 min readA step-by-step guide on how to publish an NPM package to GitHub Packages by modifying package.json and using npm publish.
How to use TypeScript with Jest
2022/12/06·1 min readThis blog shows how to get start use TypeScript to write code and also write in Jest.
How to Get Started with Jest
2022/12/04·1 min readThis blog shows how to quickly get started testing JavaScript with Jest.
How to Configure Apple Sign-In
2022/11/03·2 min readThis tutorial shows how to integrate Sign in with Apple into your application.
How to Update Host File at MacOS
2022/11/03·1 min readA simple memo on how to change the host file on macOS.